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This article will run you through the motivation for a continuous integration and delivery, choosing a corresponding tool and a server to run it on. It will give you a brief overview over IBM Bluemix and kubernetes as server solution and then discuss the application for a virtual machine inside a company. There are some useful instructions (for beginners) on generating key-pairs for the server on Windows. Next there is a motivation why to run Jenkins (the CI tool of choice) as docker container and gives some instructions to get started. Finally, frequent problems are discussed which hopefully save some of your time.